Enhancing Thermo-Acoustic Waste Heat Recovery through Machine Learning: A Comparative Analysis of Artificial Neural Network–Particle Swarm Optimization, Adaptive Neuro Fuzzy Inference System, and Artificial Neural Network Models

Enhancing Thermo-Acoustic Waste Heat Recovery through Machine Learning: A Comparative Analysis of Artificial Neural Network–Particle Swarm Optimization, Adaptive Neuro Fuzzy Inference System, and Artificial Neural Network Models

Waste heat recovery stands out as a promising technique for tackling both energy shortages and environmental pollution. Currently, this valuable resource, generated through processes like fuel combustion or chemical reactions, is often dissipated into the environment, despite its potential to signif...

Full description

Bibliographic Details
Main Authors:	Miniyenkosi Ngcukayitobi, Lagouge Kwanda Tartibu, Flávio Bannwart
Format:	Article
Language:	English
Published:	MDPI AG 2024-01-01
Series:	AI
Subjects:	thermo-acoustic generator artificial neural network particle swarm optimization adaptive neuro-fuzzy inference system
Online Access:	https://www.mdpi.com/2673-2688/5/1/13

Similar Items

Performance analysis of a two-stage travelling-wave thermo-acoustic engine using Artificial Neural Network
by: Ngcukayitobi Miniyenkosi, et al.
Published: (2021-01-01)

Comparison of Power Output Forecasting on the Photovoltaic System Using Adaptive Neuro-Fuzzy Inference Systems and Particle Swarm Optimization-Artificial Neural Network Model
by: Promphak Dawan, et al.
Published: (2020-01-01)

Traffic flow modelling of long and short trucks using a hybrid artificial neural network optimized by particle swarm optimization
by: Isaac Oyeyemi Olayode, et al.
Published: (2024-06-01)

Performance Evaluation of a Hybrid PSO Enhanced ANFIS Model in Prediction of Traffic Flow of Vehicles on Freeways: Traffic Data Evidence from South Africa
by: Isaac Oyeyemi Olayode, et al.
Published: (2021-12-01)

Development of a Hybrid Artificial Neural Network-Particle Swarm Optimization Model for the Modelling of Traffic Flow of Vehicles at Signalized Road Intersections
by: Isaac Oyeyemi Olayode, et al.
Published: (2021-09-01)

Comparison of Artificial Neural Networks (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS) Models in Simulating Polygalacturonase Production
by: Sibel Uzuner, et al.
Published: (2016-08-01)

Application of Artificial Neural Networks, Support Vector, Adaptive Neuro-Fuzzy Inference Systems for the Moisture Ratio of Parboiled Hulls
by: Vali Rasooli Sharabiani, et al.
Published: (2022-02-01)

Comparison of artificial neural network models and adaptive neuro-fuzzy inference system in predicting the drought Mond Basin of Fars Province
by: Mahnaz Rostami, et al.
Published: (2015-12-01)

Inflation rate modeling: Adaptive neuro-fuzzy inference system approach and particle swarm optimization algorithm (ANFIS-PSO)
by: Fateme Nazari Robati, et al.
Published: (2020-01-01)

Evaluation of the Power Demand for Economic Load Dispatch Problem Using Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network
by: Somchat Jiriwibhakorn, et al.
Published: (2024-01-01)

Analysis of the Performance of a Hybrid Thermal Power Plant Using Adaptive Neuro-Fuzzy Inference System (ANFIS)-Based Approaches
by: Kantu T. Kabengele, et al.
Published: (2023-10-01)

Neuro-Controller Design by Using the Multifeedback Layer Neural Network and the Particle Swarm Optimization
by: Ramazan Coban, et al.
Published: (2018-01-01)

Applying Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network to the Prediction of Quality changes of Hawthorn Fruit (Crataegus pinnatifida) during Various Storage Conditions
by: M Zandi, et al.
Published: (2021-09-01)

Load Forecasting Based on Genetic Algorithm–Artificial Neural Network-Adaptive Neuro-Fuzzy Inference Systems: A Case Study in Iraq
by: Ahmed Mazin Majid AL-Qaysi, et al.
Published: (2023-03-01)

Reservoir Inflow Forecasting Using Artificial Neural Network and Adaptive Neuro-Fuzzy Inference System Techniques
by: Googhari, Shahram Karimi
Published: (2007)

An effective Load shedding technique for micro-grids using artificial neural network and adaptive neuro-fuzzy inference system
by: Foday Conteh, et al.
Published: (2017-09-01)

Increasing the Speed and Precision of Prediction of the Results of Angiography by Using Combination of Adaptive Neuro-Fuzzy Inference System and Particle Swarm Optimization Algorithm based on Data from Kowsar Hospital of Shiraz
by: Saeed Ayat
Published: (2018-11-01)

Evaluation of the Application of Artificial Neural Networks and Adaptive Neuro-Fuzzy Inference Systems for Rainfall-Runoff Modelling in Zayandeh_rood Dam Basin
by: Mohammad Taghi Dastorani, et al.
Published: (2012-01-01)

Swarming network inference with importance clustering of relative interactions
by: Jason Hindes, et al.
Published: (2024-01-01)

Integration of swarm intelligence and artificial neural network /
by: Dehuri, Satchidananda, et al.
Published: (c201)

Stability Analysis and Prediction of Traffic Flow of Trucks at Road Intersections Based on Heterogenous Optimal Velocity and Artificial Neural Network Model
by: Isaac Oyeyemi Olayode, et al.
Published: (2022-09-01)

Forecasting Solar Power Using Hybrid Firefly and Particle Swarm Optimization (HFPSO) for Optimizing the Parameters in a Wavelet Transform-Adaptive Neuro Fuzzy Inference System (WT-ANFIS)
by: Nor Azliana Abdullah, et al.
Published: (2019-08-01)

Modeling of streamflow- suspended sediment load relationship by adaptive neuro-fuzzy and artificial neural network approaches (Case study: Dalaki River, Iran)
by: Mohammad Tahmoures, et al.
Published: (2015-07-01)

Strategi Implementasi Adaptive Neuro Fuzzy Inference System (ANFIS) pada Kendali Motor Induksi 3 Fase Metode Vektor-Tidak Langsung
by: HANIF HASYIER FAKHRUDDIN, et al.
Published: (2021-10-01)

An alternative respiratory sounds classification system utilizing artificial neural networks
by: Rami J Oweis, et al.
Published: (2015-04-01)

Prediction of Vehicular Traffic Flow Using Levenberg-Marquardt Artificial Neural Network Model: Italy Road Transportation System
by: Isaac Oyeyemi Olayode, et al.
Published: (2022-04-01)

Determining the importance of soil properties for clay dispersibility using artificial neural network and daptive neuro-fuzzy inference system
by: I. Esfandiarpour, et al.
Published: (2017-03-01)

Artificial Neural Networks and Neuro-Fuzzy Models: Applications in Pharmaceutical Product Development
by: Inderbir Singh, et al.
Published: (2023-07-01)

FUZZY INFERENCE NEURAL NETWORKS WITH FUZZY PARAMETERS
by: DANUTA RUTKOWSKA, et al.
Published: (2003-01-01)

Indoor Positioning System Using Artificial Neural Network With Swarm Intelligence
by: Chia-Hsin Cheng, et al.
Published: (2020-01-01)

Comparison of Neuro-Fuzzy, Artificial Neural Network and Multivariate Regression for Prediction energy consumption in the country
by: Hamid Babaei meybodi, et al.
Published: (2012-09-01)

Enhanced Removal of Cr (VI) from Wastewater with Green and Low-Cost Nanomaterials Using a Fuzzy Inference System (FIS) and an Artificial Neural Network (ANN)
by: Musamba Banza, et al.
Published: (2023-05-01)

The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes
by: Hossein Moayedi, et al.
Published: (2019-09-01)

Robot Calibration Method Based on Extended Kalman Filter–Dual Quantum Behaved Particle Swarm Optimization and Adaptive Neuro-Fuzzy Inference System
by: Hung Quang Cao, et al.
Published: (2021-01-01)

A Survey on the Optimization of Artificial Neural Networks Using Swarm Intelligence Algorithms
by: Bibi Aamirah Shafaa Emambocus, et al.
Published: (2023-01-01)

Proposing a Method for Anomaly Detection in Trajectory of Patients With Alzheimer’s Disease Using Mobile GPS Data and Combination of Deep Neural Network and Adaptive Neuro-fuzzy Inference System
by: Mojtaba Banifakhr, et al.
Published: (2023-07-01)

Prediction and modeling of traffic flow of human-driven vehicles at a signalized road intersection using artificial neural network model: A South African road transportation system scenario
by: Isaac Oyeyemi Olayode, et al.
Published: (2021-12-01)

Application of Adaptive Neuro‐Fuzzy Inference System for Interference Management in Heterogeneous Network
by: Padmaloshani Palanisamy, et al.
Published: (2018-05-01)

Application and optimization of an artificial neural network to forecast thermo-mechanical behaviour of HLE steel under weld spot effect
by: Brahim Belahcene
Published: (2023-06-01)

Comperative study of adaptive neuro-fuzzy inference system and neural network with particle swarm optimization implementation in intrusion detection system /
by: Lum, Wen Jian, 1990-, author, et al.
Published: (2013)